Local Function Complexity for Active Learning via Mixture of Gaussian Processes.
Danny PankninStefan ChmielaKlaus-Robert MüllerShinichi NakajimaPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- gaussian processes
- active learning
- covariance function
- gaussian process
- gaussian process regression
- dirichlet process
- preference learning
- gaussian process models
- human pose estimation
- multi task learning
- semi supervised
- non stationary
- multi task
- mixture model
- hyperparameters
- random sampling
- learning algorithm
- transfer learning
- semi supervised learning
- labeled data
- supervised learning
- training set
- e learning